MagicPill Labs
Flagship Product

MagicOps™

The Operations Platform for AI Agents

Observability, evals, logging, and cost analytics — everything your team needs to run AI agents in production. Built for teams that build with AI, not just for engineers.

MagicOps™ Dashboard showing KPIs, AI Agent Insights, and performance metrics
MagicOps™ AI Agent Insights — An AI agent that analyzes your agent code and usage telemetry to provide actionable intelligence. Get automated summaries, performance highlights, concerns, and recommendations — alongside standard observability metrics like execution traces, token usage, and cost breakdowns.

Everything You Need to Operate AI

Starting with real-time observability and expanding into evals, structured logging, and more — MagicOps™ is the operations layer for your AI agent stack.

Real-Time Observability

Full execution traces, input/output logging, and step-by-step visibility into every agent run. See exactly what's happening and why.

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Token Usage & Cost Analytics

Track spend per agent, per run, per model. Optimize costs with data instead of guesswork — accessible to your whole team, not just engineers.

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Success/Failure Monitoring

Automatic tracking of success rates, error patterns, and failure modes. Catch issues before your users do.

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Evals & Quality Scoring

Measure how well your agents actually perform — not just whether they ran. Evaluate output quality, accuracy, and reliability over time.

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Configurable Alerting

Set alerts on any metric — cost spikes, failure rates, latency thresholds. Get notified via email, Slack, or webhook.

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Structured Logging & Audit Trail

Every agent decision, every tool call, every output — logged and searchable. Full audit trail from 1 week to 1 year of retention.

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